Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 15000 |
| Missing cells | 3676 |
| Missing cells (%) | 2.0% |
| Duplicate rows | 30 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 4 |
| Dataset has 30 (0.2%) duplicate rows | Duplicates |
url has a high cardinality: 13438 distinct values | High cardinality |
make has a high cardinality: 63 distinct values | High cardinality |
model has a high cardinality: 524 distinct values | High cardinality |
manufactured is highly overall correlated with no_of_owners and 1 other fields | High correlation |
power is highly overall correlated with engine_cap and 2 other fields | High correlation |
engine_cap is highly overall correlated with power and 2 other fields | High correlation |
curb_weight is highly overall correlated with power and 2 other fields | High correlation |
no_of_owners is highly overall correlated with manufactured and 1 other fields | High correlation |
mileage is highly overall correlated with manufactured and 2 other fields | High correlation |
price is highly overall correlated with power and 2 other fields | High correlation |
make is highly overall correlated with engine_cap and 1 other fields | High correlation |
type_of_vehicle is highly overall correlated with make | High correlation |
url has 1503 (10.0%) missing values | Missing |
make has 987 (6.6%) missing values | Missing |
mileage has 741 (4.9%) missing values | Missing |
price has 445 (3.0%) missing values | Missing |
url is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2023-09-02 16:09:20.341548 |
|---|---|
| Analysis finished | 2023-09-02 16:09:49.233086 |
| Duration | 28.89 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
listing_id
Real number (ℝ)
| Distinct | 14925 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1011520.4 |
| Minimum | 540570 |
|---|---|
| Maximum | 1031324 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 540570 |
|---|---|
| 5-th percentile | 973173.85 |
| Q1 | 1004436.5 |
| median | 1018245.5 |
| Q3 | 1025465.5 |
| 95-th percentile | 1030174.1 |
| Maximum | 1031324 |
| Range | 490754 |
| Interquartile range (IQR) | 21029 |
Descriptive statistics
| Standard deviation | 22228.693 |
|---|---|
| Coefficient of variation (CV) | 0.021975527 |
| Kurtosis | 36.663138 |
| Mean | 1011520.4 |
| Median Absolute Deviation (MAD) | 8885 |
| Skewness | -3.9997439 |
| Sum | 1.5172805 × 1010 |
| Variance | 4.9411481 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1014871 | 3 | < 0.1% |
| 1013287 | 2 | < 0.1% |
| 1007571 | 2 | < 0.1% |
| 982101 | 2 | < 0.1% |
| 1025188 | 2 | < 0.1% |
| 1000777 | 2 | < 0.1% |
| 1002390 | 2 | < 0.1% |
| 979943 | 2 | < 0.1% |
| 1021331 | 2 | < 0.1% |
| 1027371 | 2 | < 0.1% |
| Other values (14915) | 14979 |
| Value | Count | Frequency (%) |
| 540570 | 1 | |
| 691782 | 1 | |
| 708011 | 1 | |
| 733385 | 1 | |
| 743986 | 1 | |
| 749258 | 1 | |
| 756142 | 1 | |
| 759456 | 1 | |
| 767227 | 1 | |
| 773433 | 1 |
| Value | Count | Frequency (%) |
| 1031324 | 1 | |
| 1031322 | 1 | |
| 1031319 | 1 | |
| 1031316 | 1 | |
| 1031314 | 1 | |
| 1031312 | 1 | |
| 1031310 | 1 | |
| 1031309 | 1 | |
| 1031306 | 1 | |
| 1031305 | 1 |
url
Categorical
HIGH CARDINALITY  MISSING  UNIFORM 
| Distinct | 13438 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 1503 |
| Missing (%) | 10.0% |
| Memory size | 117.3 KiB |
| https://www.sgcarmart.com/listing/1013488 | 2 |
|---|---|
| https://www.sgcarmart.com/listing/979943 | 2 |
| https://www.sgcarmart.com/listing/1029863 | 2 |
| https://www.sgcarmart.com/listing/1009323 | 2 |
| https://www.sgcarmart.com/listing/995501 | 2 |
| Other values (13433) |
Length
| Max length | 41 |
|---|---|
| Median length | 41 |
| Mean length | 40.800548 |
| Min length | 40 |
Characters and Unicode
| Total characters | 550685 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 13379 ? |
|---|---|
| Unique (%) | 99.1% |
Sample
| 1st row | https://www.sgcarmart.com/listing/1023911 |
|---|---|
| 2nd row | https://www.sgcarmart.com/listing/1022346 |
| 3rd row | https://www.sgcarmart.com/listing/1017880 |
| 4th row | https://www.sgcarmart.com/listing/1022468 |
| 5th row | https://www.sgcarmart.com/listing/1026440 |
Common Values
| Value | Count | Frequency (%) |
| https://www.sgcarmart.com/listing/1013488 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/979943 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1029863 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1009323 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/995501 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/894308 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/992077 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1014871 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1021166 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1027455 | 2 | < 0.1% |
| Other values (13428) | 13477 | |
| (Missing) | 1503 | 10.0% |
Length
| Value | Count | Frequency (%) |
| https://www.sgcarmart.com/listing/1013488 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1023758 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/981956 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1020775 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/995581 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1024788 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/988230 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1021331 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1007674 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/996726 | 2 | < 0.1% |
| Other values (13428) | 13477 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 53988 | 9.8% |
| t | 53988 | 9.8% |
| s | 40491 | 7.4% |
| w | 40491 | 7.4% |
| i | 26994 | 4.9% |
| . | 26994 | 4.9% |
| g | 26994 | 4.9% |
| c | 26994 | 4.9% |
| a | 26994 | 4.9% |
| r | 26994 | 4.9% |
| Other values (17) | 199763 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 364419 | |
| Other Punctuation | 94479 | 17.2% |
| Decimal Number | 91787 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 53988 | |
| s | 40491 | |
| w | 40491 | |
| i | 26994 | |
| g | 26994 | |
| c | 26994 | |
| a | 26994 | |
| r | 26994 | |
| m | 26994 | |
| h | 13497 | 3.7% |
| Other values (4) | 53988 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 19024 | |
| 0 | 18310 | |
| 2 | 10503 | |
| 9 | 9283 | |
| 8 | 6341 | 6.9% |
| 3 | 6102 | 6.6% |
| 7 | 5852 | 6.4% |
| 6 | 5621 | 6.1% |
| 5 | 5409 | 5.9% |
| 4 | 5342 | 5.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 53988 | |
| . | 26994 | |
| : | 13497 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 364419 | |
| Common | 186266 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 53988 | |
| s | 40491 | |
| w | 40491 | |
| i | 26994 | |
| g | 26994 | |
| c | 26994 | |
| a | 26994 | |
| r | 26994 | |
| m | 26994 | |
| h | 13497 | 3.7% |
| Other values (4) | 53988 |
Common
| Value | Count | Frequency (%) |
| / | 53988 | |
| . | 26994 | |
| 1 | 19024 | 10.2% |
| 0 | 18310 | 9.8% |
| : | 13497 | 7.2% |
| 2 | 10503 | 5.6% |
| 9 | 9283 | 5.0% |
| 8 | 6341 | 3.4% |
| 3 | 6102 | 3.3% |
| 7 | 5852 | 3.1% |
| Other values (3) | 16372 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 550685 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 53988 | 9.8% |
| t | 53988 | 9.8% |
| s | 40491 | 7.4% |
| w | 40491 | 7.4% |
| i | 26994 | 4.9% |
| . | 26994 | 4.9% |
| g | 26994 | 4.9% |
| c | 26994 | 4.9% |
| a | 26994 | 4.9% |
| r | 26994 | 4.9% |
| Other values (17) | 199763 |
make
Categorical
HIGH CARDINALITY  HIGH CORRELATION  MISSING 
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 987 |
| Missing (%) | 6.6% |
| Memory size | 117.3 KiB |
| mercedes-benz | |
|---|---|
| toyota | |
| honda | |
| bmw | |
| audi | |
| Other values (58) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.6709484 |
| Min length | 2 |
Characters and Unicode
| Total characters | 93480 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 14 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | toyota |
|---|---|
| 2nd row | toyota |
| 3rd row | citroen |
| 4th row | renault |
| 5th row | mercedes-benz |
Common Values
| Value | Count | Frequency (%) |
| mercedes-benz | 2055 | |
| toyota | 1868 | |
| honda | 1801 | |
| bmw | 1779 | |
| audi | 729 | 4.9% |
| mazda | 608 | 4.1% |
| volkswagen | 575 | 3.8% |
| hyundai | 512 | 3.4% |
| nissan | 462 | 3.1% |
| kia | 413 | 2.8% |
| Other values (53) | 3211 | |
| (Missing) | 987 | 6.6% |
Length
| Value | Count | Frequency (%) |
| mercedes-benz | 2055 | |
| toyota | 1868 | |
| honda | 1801 | |
| bmw | 1779 | |
| audi | 729 | 5.2% |
| mazda | 608 | 4.3% |
| volkswagen | 575 | 4.1% |
| hyundai | 512 | 3.6% |
| nissan | 462 | 3.3% |
| kia | 413 | 2.9% |
| Other values (56) | 3343 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10621 | 11.4% |
| a | 8900 | 9.5% |
| o | 7679 | 8.2% |
| n | 6699 | 7.2% |
| d | 5955 | 6.4% |
| s | 5829 | 6.2% |
| m | 5238 | 5.6% |
| t | 4719 | 5.0% |
| b | 4656 | 5.0% |
| i | 4251 | 4.5% |
| Other values (17) | 28933 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 91252 | |
| Dash Punctuation | 2096 | 2.2% |
| Space Separator | 132 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10621 | 11.6% |
| a | 8900 | 9.8% |
| o | 7679 | 8.4% |
| n | 6699 | 7.3% |
| d | 5955 | 6.5% |
| s | 5829 | 6.4% |
| m | 5238 | 5.7% |
| t | 4719 | 5.2% |
| b | 4656 | 5.1% |
| i | 4251 | 4.7% |
| Other values (15) | 26705 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2096 |
Space Separator
| Value | Count | Frequency (%) |
| 132 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 91252 | |
| Common | 2228 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10621 | 11.6% |
| a | 8900 | 9.8% |
| o | 7679 | 8.4% |
| n | 6699 | 7.3% |
| d | 5955 | 6.5% |
| s | 5829 | 6.4% |
| m | 5238 | 5.7% |
| t | 4719 | 5.2% |
| b | 4656 | 5.1% |
| i | 4251 | 4.7% |
| Other values (15) | 26705 |
Common
| Value | Count | Frequency (%) |
| - | 2096 | |
| 132 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 93480 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 10621 | 11.4% |
| a | 8900 | 9.5% |
| o | 7679 | 8.2% |
| n | 6699 | 7.2% |
| d | 5955 | 6.4% |
| s | 5829 | 6.2% |
| m | 5238 | 5.6% |
| t | 4719 | 5.0% |
| b | 4656 | 5.0% |
| i | 4251 | 4.5% |
| Other values (17) | 28933 |
model
Categorical
| Distinct | 524 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| amg | 535 |
|---|---|
| corolla | 442 |
| vezel | 406 |
| cerato | 348 |
| c180 | 339 |
| Other values (519) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 4.6742667 |
| Min length | 1 |
Characters and Unicode
| Total characters | 70114 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 111 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | corolla |
|---|---|
| 2nd row | estima |
| 3rd row | c3 |
| 4th row | grand |
| 5th row | e200 |
Common Values
| Value | Count | Frequency (%) |
| amg | 535 | 3.6% |
| corolla | 442 | 2.9% |
| vezel | 406 | 2.7% |
| cerato | 348 | 2.3% |
| c180 | 339 | 2.3% |
| 2 | 334 | 2.2% |
| civic | 329 | 2.2% |
| fit | 269 | 1.8% |
| 3 | 263 | 1.8% |
| jazz | 255 | 1.7% |
| Other values (514) | 11480 |
Length
| Value | Count | Frequency (%) |
| amg | 535 | 3.6% |
| corolla | 442 | 2.9% |
| vezel | 406 | 2.7% |
| cerato | 348 | 2.3% |
| c180 | 339 | 2.3% |
| 2 | 334 | 2.2% |
| civic | 329 | 2.2% |
| fit | 269 | 1.8% |
| 3 | 263 | 1.8% |
| jazz | 255 | 1.7% |
| Other values (514) | 11480 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7336 | 10.5% |
| e | 5792 | 8.3% |
| r | 4867 | 6.9% |
| i | 4678 | 6.7% |
| c | 4218 | 6.0% |
| o | 3902 | 5.6% |
| l | 3843 | 5.5% |
| t | 3700 | 5.3% |
| s | 3132 | 4.5% |
| 0 | 3053 | 4.4% |
| Other values (27) | 25593 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 57847 | |
| Decimal Number | 11902 | 17.0% |
| Dash Punctuation | 365 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 7336 | |
| e | 5792 | |
| r | 4867 | 8.4% |
| i | 4678 | 8.1% |
| c | 4218 | 7.3% |
| o | 3902 | 6.7% |
| l | 3843 | 6.6% |
| t | 3700 | 6.4% |
| s | 3132 | 5.4% |
| n | 2458 | 4.2% |
| Other values (16) | 13921 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3053 | |
| 2 | 1814 | |
| 1 | 1767 | |
| 3 | 1435 | |
| 8 | 1169 | 9.8% |
| 5 | 1063 | 8.9% |
| 6 | 645 | 5.4% |
| 4 | 634 | 5.3% |
| 7 | 185 | 1.6% |
| 9 | 137 | 1.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 365 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 57847 | |
| Common | 12267 | 17.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 7336 | |
| e | 5792 | |
| r | 4867 | 8.4% |
| i | 4678 | 8.1% |
| c | 4218 | 7.3% |
| o | 3902 | 6.7% |
| l | 3843 | 6.6% |
| t | 3700 | 6.4% |
| s | 3132 | 5.4% |
| n | 2458 | 4.2% |
| Other values (16) | 13921 |
Common
| Value | Count | Frequency (%) |
| 0 | 3053 | |
| 2 | 1814 | |
| 1 | 1767 | |
| 3 | 1435 | |
| 8 | 1169 | 9.5% |
| 5 | 1063 | 8.7% |
| 6 | 645 | 5.3% |
| 4 | 634 | 5.2% |
| - | 365 | 3.0% |
| 7 | 185 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 7336 | 10.5% |
| e | 5792 | 8.3% |
| r | 4867 | 6.9% |
| i | 4678 | 6.7% |
| c | 4218 | 6.0% |
| o | 3902 | 5.6% |
| l | 3843 | 5.5% |
| t | 3700 | 5.3% |
| s | 3132 | 4.5% |
| 0 | 3053 | 4.4% |
| Other values (27) | 25593 |
manufactured
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2014.7703 |
| Minimum | 1933 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 1933 |
|---|---|
| 5-th percentile | 2008 |
| Q1 | 2012 |
| median | 2016 |
| Q3 | 2018 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 88 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.9879627 |
|---|---|
| Coefficient of variation (CV) | 0.0019793634 |
| Kurtosis | 18.379162 |
| Mean | 2014.7703 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.7934879 |
| Sum | 30221555 |
| Variance | 15.903847 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2016 | 2263 | |
| 2018 | 1901 | |
| 2017 | 1745 | |
| 2019 | 1598 | |
| 2015 | 1427 | |
| 2011 | 967 | |
| 2008 | 945 | |
| 2009 | 702 | 4.7% |
| 2014 | 678 | 4.5% |
| 2020 | 670 | 4.5% |
| Other values (17) | 2104 |
| Value | Count | Frequency (%) |
| 1933 | 1 | < 0.1% |
| 1962 | 1 | < 0.1% |
| 1964 | 1 | < 0.1% |
| 1969 | 1 | < 0.1% |
| 1972 | 1 | < 0.1% |
| 1976 | 1 | < 0.1% |
| 1978 | 2 | < 0.1% |
| 1982 | 1 | < 0.1% |
| 2003 | 3 | |
| 2004 | 7 |
| Value | Count | Frequency (%) |
| 2021 | 113 | 0.8% |
| 2020 | 670 | 4.5% |
| 2019 | 1598 | |
| 2018 | 1901 | |
| 2017 | 1745 | |
| 2016 | 2263 | |
| 2015 | 1427 | |
| 2014 | 678 | 4.5% |
| 2013 | 394 | 2.6% |
| 2012 | 473 | 3.2% |
type_of_vehicle
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| suv | |
|---|---|
| luxury sedan | |
| mid-sized sedan | |
| hatchback | |
| sports car | |
| Other values (5) |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 8.7926667 |
| Min length | 3 |
Characters and Unicode
| Total characters | 131890 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | mid-sized sedan |
|---|---|
| 2nd row | mpv |
| 3rd row | suv |
| 4th row | mpv |
| 5th row | luxury sedan |
Common Values
| Value | Count | Frequency (%) |
| suv | 3385 | |
| luxury sedan | 3119 | |
| mid-sized sedan | 2554 | |
| hatchback | 1934 | |
| sports car | 1919 | |
| mpv | 1737 | |
| stationwagon | 345 | 2.3% |
| unknown | 5 | < 0.1% |
| van | 1 | < 0.1% |
| bus/mini bus | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sedan | 5673 | |
| suv | 3385 | |
| luxury | 3119 | |
| mid-sized | 2554 | |
| hatchback | 1934 | 8.6% |
| sports | 1919 | 8.5% |
| car | 1919 | 8.5% |
| mpv | 1737 | 7.7% |
| stationwagon | 345 | 1.5% |
| unknown | 5 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 15797 | 12.0% |
| a | 12151 | 9.2% |
| d | 10781 | 8.2% |
| u | 9630 | 7.3% |
| e | 8227 | 6.2% |
| 7593 | 5.8% | |
| r | 6957 | 5.3% |
| n | 6380 | 4.8% |
| c | 5787 | 4.4% |
| i | 5455 | 4.1% |
| Other values (16) | 43132 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 121742 | |
| Space Separator | 7593 | 5.8% |
| Dash Punctuation | 2554 | 1.9% |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 15797 | |
| a | 12151 | 10.0% |
| d | 10781 | 8.9% |
| u | 9630 | 7.9% |
| e | 8227 | 6.8% |
| r | 6957 | 5.7% |
| n | 6380 | 5.2% |
| c | 5787 | 4.8% |
| i | 5455 | 4.5% |
| v | 5123 | 4.2% |
| Other values (13) | 35454 |
Space Separator
| Value | Count | Frequency (%) |
| 7593 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2554 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 121742 | |
| Common | 10148 | 7.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 15797 | |
| a | 12151 | 10.0% |
| d | 10781 | 8.9% |
| u | 9630 | 7.9% |
| e | 8227 | 6.8% |
| r | 6957 | 5.7% |
| n | 6380 | 5.2% |
| c | 5787 | 4.8% |
| i | 5455 | 4.5% |
| v | 5123 | 4.2% |
| Other values (13) | 35454 |
Common
| Value | Count | Frequency (%) |
| 7593 | ||
| - | 2554 | 25.2% |
| / | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 131890 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 15797 | 12.0% |
| a | 12151 | 9.2% |
| d | 10781 | 8.2% |
| u | 9630 | 7.3% |
| e | 8227 | 6.2% |
| 7593 | 5.8% | |
| r | 6957 | 5.3% |
| n | 6380 | 4.8% |
| c | 5787 | 4.4% |
| i | 5455 | 4.1% |
| Other values (16) | 43132 |
power
Real number (ℝ)
| Distinct | 257 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.80447 |
| Minimum | 38 |
|---|---|
| Maximum | 735 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 38 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 90 |
| median | 110 |
| Q3 | 150 |
| 95-th percentile | 309 |
| Maximum | 735 |
| Range | 697 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 75.927341 |
|---|---|
| Coefficient of variation (CV) | 0.5590931 |
| Kurtosis | 6.1114279 |
| Mean | 135.80447 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.3406579 |
| Sum | 2037067 |
| Variance | 5764.9611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 904 | 6.0% |
| 135 | 681 | 4.5% |
| 96 | 604 | 4.0% |
| 115 | 582 | 3.9% |
| 85 | 555 | 3.7% |
| 80 | 501 | 3.3% |
| 88 | 446 | 3.0% |
| 100 | 431 | 2.9% |
| 73 | 427 | 2.8% |
| 92 | 407 | 2.7% |
| Other values (247) | 9462 |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 45 | 5 | < 0.1% |
| 47 | 21 | |
| 48 | 3 | < 0.1% |
| 50 | 2 | < 0.1% |
| 51 | 2 | < 0.1% |
| 54 | 3 | < 0.1% |
| 55 | 1 | < 0.1% |
| 57 | 26 |
| Value | Count | Frequency (%) |
| 735 | 1 | < 0.1% |
| 552 | 3 | < 0.1% |
| 545 | 2 | < 0.1% |
| 541 | 3 | < 0.1% |
| 533 | 2 | < 0.1% |
| 530 | 9 | |
| 515 | 13 | |
| 507 | 1 | < 0.1% |
| 493 | 9 | |
| 489 | 1 | < 0.1% |
engine_cap
Real number (ℝ)
| Distinct | 228 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1972.5651 |
| Minimum | 647 |
|---|---|
| Maximum | 6752 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 647 |
|---|---|
| 5-th percentile | 1199 |
| Q1 | 1496 |
| median | 1598 |
| Q3 | 1998 |
| 95-th percentile | 3696 |
| Maximum | 6752 |
| Range | 6105 |
| Interquartile range (IQR) | 502 |
Descriptive statistics
| Standard deviation | 825.76358 |
|---|---|
| Coefficient of variation (CV) | 0.41862424 |
| Kurtosis | 8.3143575 |
| Mean | 1972.5651 |
| Median Absolute Deviation (MAD) | 266 |
| Skewness | 2.5631736 |
| Sum | 29588477 |
| Variance | 681885.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1496 | 1601 | 10.7% |
| 1998 | 1106 | 7.4% |
| 1591 | 802 | 5.3% |
| 1598 | 760 | 5.1% |
| 1595 | 690 | 4.6% |
| 1991 | 507 | 3.4% |
| 1499 | 466 | 3.1% |
| 1997 | 446 | 3.0% |
| 1984 | 443 | 3.0% |
| 1498 | 322 | 2.1% |
| Other values (218) | 7857 |
| Value | Count | Frequency (%) |
| 647 | 1 | < 0.1% |
| 658 | 2 | < 0.1% |
| 659 | 5 | < 0.1% |
| 796 | 1 | < 0.1% |
| 988 | 5 | < 0.1% |
| 989 | 6 | < 0.1% |
| 996 | 9 | 0.1% |
| 998 | 49 | 0.3% |
| 999 | 186 | |
| 1086 | 17 | 0.1% |
| Value | Count | Frequency (%) |
| 6752 | 7 | < 0.1% |
| 6749 | 12 | 0.1% |
| 6592 | 30 | |
| 6498 | 18 | |
| 6262 | 5 | < 0.1% |
| 6208 | 9 | 0.1% |
| 5999 | 3 | < 0.1% |
| 5998 | 32 | |
| 5980 | 2 | < 0.1% |
| 5950 | 12 | 0.1% |
curb_weight
Real number (ℝ)
| Distinct | 651 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1471.6709 |
| Minimum | 2 |
|---|---|
| Maximum | 2905 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 1068 |
| Q1 | 1280 |
| median | 1430 |
| Q3 | 1625 |
| 95-th percentile | 1990 |
| Maximum | 2905 |
| Range | 2903 |
| Interquartile range (IQR) | 345 |
Descriptive statistics
| Standard deviation | 283.9995 |
|---|---|
| Coefficient of variation (CV) | 0.19297758 |
| Kurtosis | 1.2615645 |
| Mean | 1471.6709 |
| Median Absolute Deviation (MAD) | 180 |
| Skewness | 0.84401511 |
| Sum | 22075064 |
| Variance | 80655.714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1190 | 380 | 2.5% |
| 1430 | 378 | 2.5% |
| 1425 | 250 | 1.7% |
| 1615 | 235 | 1.6% |
| 1345 | 229 | 1.5% |
| 1480 | 225 | 1.5% |
| 1610 | 202 | 1.3% |
| 1310 | 186 | 1.2% |
| 1195 | 186 | 1.2% |
| 1285 | 184 | 1.2% |
| Other values (641) | 12545 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 780 | 1 | < 0.1% |
| 786 | 1 | < 0.1% |
| 795 | 1 | < 0.1% |
| 800 | 3 | |
| 805 | 1 | < 0.1% |
| 806 | 1 | < 0.1% |
| 830 | 1 | < 0.1% |
| 840 | 4 | |
| 852 | 4 |
| Value | Count | Frequency (%) |
| 2905 | 1 | < 0.1% |
| 2815 | 5 | |
| 2760 | 2 | < 0.1% |
| 2745 | 2 | < 0.1% |
| 2730 | 1 | < 0.1% |
| 2685 | 3 | |
| 2670 | 1 | < 0.1% |
| 2635 | 3 | |
| 2625 | 1 | < 0.1% |
| 2600 | 2 | < 0.1% |
no_of_owners
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.92 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2515475 |
|---|---|
| Coefficient of variation (CV) | 0.65184765 |
| Kurtosis | 1.7059348 |
| Mean | 1.92 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.50144 |
| Sum | 28800 |
| Variance | 1.5663711 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7770 | |
| 2 | 3675 | |
| 3 | 1769 | 11.8% |
| 4 | 938 | 6.3% |
| 5 | 467 | 3.1% |
| 6 | 381 | 2.5% |
| Value | Count | Frequency (%) |
| 1 | 7770 | |
| 2 | 3675 | |
| 3 | 1769 | 11.8% |
| 4 | 938 | 6.3% |
| 5 | 467 | 3.1% |
| 6 | 381 | 2.5% |
| Value | Count | Frequency (%) |
| 6 | 381 | 2.5% |
| 5 | 467 | 3.1% |
| 4 | 938 | 6.3% |
| 3 | 1769 | 11.8% |
| 2 | 3675 | |
| 1 | 7770 |
mileage
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 4936 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 741 |
| Missing (%) | 4.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73664.611 |
| Minimum | 1 |
|---|---|
| Maximum | 386000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7000 |
| Q1 | 35072 |
| median | 67444 |
| Q3 | 105000 |
| 95-th percentile | 160000 |
| Maximum | 386000 |
| Range | 385999 |
| Interquartile range (IQR) | 69928 |
Descriptive statistics
| Standard deviation | 48386.077 |
|---|---|
| Coefficient of variation (CV) | 0.65684291 |
| Kurtosis | 0.45917871 |
| Mean | 73664.611 |
| Median Absolute Deviation (MAD) | 33944 |
| Skewness | 0.70874696 |
| Sum | 1.0503837 × 109 |
| Variance | 2.3412125 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80000 | 148 | 1.0% |
| 50000 | 119 | 0.8% |
| 120000 | 118 | 0.8% |
| 90000 | 110 | 0.7% |
| 60000 | 109 | 0.7% |
| 130000 | 104 | 0.7% |
| 110000 | 103 | 0.7% |
| 70000 | 102 | 0.7% |
| 65000 | 93 | 0.6% |
| 140000 | 93 | 0.6% |
| Other values (4926) | 13160 | |
| (Missing) | 741 | 4.9% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 11 | 12 | |
| 12 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 5 | < 0.1% |
| 20 | 19 |
| Value | Count | Frequency (%) |
| 386000 | 1 | |
| 340000 | 1 | |
| 334000 | 1 | |
| 330000 | 1 | |
| 318000 | 1 | |
| 311000 | 1 | |
| 300000 | 2 | |
| 298223 | 1 | |
| 288000 | 1 | |
| 285000 | 1 |
price
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 2630 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 445 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108181.28 |
| Minimum | 1900 |
|---|---|
| Maximum | 2388777 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 21500 |
| Q1 | 57800 |
| median | 78000 |
| Q3 | 119800 |
| 95-th percentile | 271988 |
| Maximum | 2388777 |
| Range | 2386877 |
| Interquartile range (IQR) | 62000 |
Descriptive statistics
| Standard deviation | 112136.56 |
|---|---|
| Coefficient of variation (CV) | 1.0365616 |
| Kurtosis | 47.289295 |
| Mean | 108181.28 |
| Median Absolute Deviation (MAD) | 26200 |
| Skewness | 5.2986911 |
| Sum | 1.5745785 × 109 |
| Variance | 1.2574607 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69800 | 169 | 1.1% |
| 65800 | 150 | 1.0% |
| 58800 | 130 | 0.9% |
| 66800 | 129 | 0.9% |
| 72800 | 123 | 0.8% |
| 68800 | 121 | 0.8% |
| 75800 | 121 | 0.8% |
| 59800 | 120 | 0.8% |
| 76800 | 119 | 0.8% |
| 79800 | 119 | 0.8% |
| Other values (2620) | 13254 | |
| (Missing) | 445 | 3.0% |
| Value | Count | Frequency (%) |
| 1900 | 1 | < 0.1% |
| 3500 | 1 | < 0.1% |
| 3999 | 1 | < 0.1% |
| 4800 | 2 | |
| 5000 | 1 | < 0.1% |
| 5300 | 1 | < 0.1% |
| 5500 | 3 | |
| 5800 | 2 | |
| 6000 | 3 | |
| 6300 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2388777 | 1 | |
| 2000000 | 1 | |
| 1700000 | 1 | |
| 1535555 | 1 | |
| 1480000 | 1 | |
| 1390900 | 1 | |
| 1380500 | 1 | |
| 1330000 | 1 | |
| 1300000 | 1 | |
| 1250000 | 2 |
| listing_id | manufactured | power | engine_cap | curb_weight | no_of_owners | mileage | price | make | type_of_vehicle | |
|---|---|---|---|---|---|---|---|---|---|---|
| listing_id | 1.000 | -0.029 | -0.068 | -0.063 | -0.057 | 0.008 | 0.048 | -0.079 | 0.148 | 0.025 |
| manufactured | -0.029 | 1.000 | -0.049 | -0.191 | 0.029 | -0.685 | -0.826 | 0.484 | 0.422 | 0.376 |
| power | -0.068 | -0.049 | 1.000 | 0.814 | 0.799 | 0.115 | -0.064 | 0.667 | 0.414 | 0.284 |
| engine_cap | -0.063 | -0.191 | 0.814 | 1.000 | 0.779 | 0.186 | 0.079 | 0.491 | 0.526 | 0.252 |
| curb_weight | -0.057 | 0.029 | 0.799 | 0.779 | 1.000 | 0.010 | -0.074 | 0.631 | 0.437 | 0.266 |
| no_of_owners | 0.008 | -0.685 | 0.115 | 0.186 | 0.010 | 1.000 | 0.573 | -0.237 | 0.151 | 0.172 |
| mileage | 0.048 | -0.826 | -0.064 | 0.079 | -0.074 | 0.573 | 1.000 | -0.549 | 0.092 | 0.132 |
| price | -0.079 | 0.484 | 0.667 | 0.491 | 0.631 | -0.237 | -0.549 | 1.000 | 0.456 | 0.119 |
| make | 0.148 | 0.422 | 0.414 | 0.526 | 0.437 | 0.151 | 0.092 | 0.456 | 1.000 | 0.528 |
| type_of_vehicle | 0.025 | 0.376 | 0.284 | 0.252 | 0.266 | 0.172 | 0.132 | 0.119 | 0.528 | 1.000 |
| listing_id | url | make | model | manufactured | type_of_vehicle | power | engine_cap | curb_weight | no_of_owners | mileage | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1023911 | https://www.sgcarmart.com/listing/1023911 | toyota | corolla | 2009 | mid-sized sedan | 81 | 1496 | 1130.0 | 3 | 127450.0 | 20800.0 |
| 1 | 1022346 | https://www.sgcarmart.com/listing/1022346 | toyota | estima | 2007 | mpv | 125 | 2362 | 1710.0 | 4 | 103000.0 | 52500.0 |
| 2 | 1017880 | https://www.sgcarmart.com/listing/1017880 | citroen | c3 | 2018 | suv | 81 | 1199 | 1203.0 | 1 | 35000.0 | 68000.0 |
| 3 | 1022468 | https://www.sgcarmart.com/listing/1022468 | renault | grand | 2015 | mpv | 81 | 1461 | 1539.0 | 1 | 80848.0 | 52800.0 |
| 4 | 1026440 | https://www.sgcarmart.com/listing/1026440 | mercedes-benz | e200 | 2009 | luxury sedan | 135 | 1796 | 1615.0 | 2 | 116199.0 | 73800.0 |
| 5 | 1019571 | https://www.sgcarmart.com/listing/1019571 | kia | cerato | 2018 | mid-sized sedan | 93 | 1591 | 1287.0 | 2 | 22000.0 | 56800.0 |
| 6 | 1023663 | https://www.sgcarmart.com/listing/1023663 | toyota | camry | 2007 | luxury sedan | 108 | 1998 | 1530.0 | 4 | 238400.0 | 10700.0 |
| 7 | 973358 | https://www.sgcarmart.com/listing/973358 | bmw | 318i | 2017 | luxury sedan | 100 | 1499 | 1425.0 | 1 | 51400.0 | 112900.0 |
| 8 | 1024507 | https://www.sgcarmart.com/listing/1024507 | honda | vezel | 2016 | suv | 96 | 1496 | 1190.0 | 2 | 72000.0 | 57800.0 |
| 9 | 1016664 | https://www.sgcarmart.com/listing/1016664 | honda | civic | 2019 | mid-sized sedan | 92 | 1597 | 1237.0 | 1 | 27000.0 | 75800.0 |
| listing_id | url | make | model | manufactured | type_of_vehicle | power | engine_cap | curb_weight | no_of_owners | mileage | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14990 | 985437 | https://www.sgcarmart.com/listing/985437 | volkswagen | beetle | 2010 | hatchback | 75 | 1595 | 1240.0 | 3 | 63886.0 | 88888.0 |
| 14991 | 1004248 | https://www.sgcarmart.com/listing/1004248 | honda | e | 2016 | mpv | 129 | 2356 | 1769.0 | 1 | 57600.0 | 84800.0 |
| 14992 | 974393 | https://www.sgcarmart.com/listing/974393 | toyota | estima | 2010 | mpv | 125 | 2362 | 1780.0 | 2 | 151800.0 | 78800.0 |
| 14993 | 1016298 | NaN | hyundai | avante | 2009 | mid-sized sedan | 89 | 1591 | 1264.0 | 4 | 108665.0 | 19800.0 |
| 14994 | 1018560 | https://www.sgcarmart.com/listing/1018560 | toyota | c-hr | 2017 | suv | 90 | 1797 | 1440.0 | 1 | 58000.0 | 71800.0 |
| 14995 | 1028368 | https://www.sgcarmart.com/listing/1028368 | toyota | prius | 2018 | mpv | 100 | 1798 | 1500.0 | 1 | 53716.0 | 93800.0 |
| 14996 | 1030303 | https://www.sgcarmart.com/listing/1030303 | bmw | 530i | 2017 | luxury sedan | 185 | 1998 | 1540.0 | 2 | 56000.0 | 155000.0 |
| 14997 | 1021704 | https://www.sgcarmart.com/listing/1021704 | nissan | teana | 2008 | luxury sedan | 134 | 2496 | 1565.0 | 1 | 103794.0 | 54800.0 |
| 14998 | 1025480 | https://www.sgcarmart.com/listing/1025480 | toyota | camry | 2011 | luxury sedan | 123 | 2362 | 1540.0 | 3 | 149000.0 | 77800.0 |
| 14999 | 1017540 | https://www.sgcarmart.com/listing/1017540 | mercedes-benz | c180 | 2012 | luxury sedan | 115 | 1597 | 1500.0 | 2 | 94000.0 | 81500.0 |
Most frequently occurring
| listing_id | url | make | model | manufactured | type_of_vehicle | power | engine_cap | curb_weight | no_of_owners | mileage | price | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 894308 | https://www.sgcarmart.com/listing/894308 | kia | sportage | 2017 | suv | 114 | 1999 | 1500.0 | 1 | 53708.0 | 77800.0 | 2 |
| 1 | 981956 | https://www.sgcarmart.com/listing/981956 | lexus | rx | 2011 | suv | 138 | 2672 | 1840.0 | 3 | 118200.0 | 89800.0 | 2 |
| 2 | 986149 | https://www.sgcarmart.com/listing/986149 | lexus | is | 2019 | luxury sedan | 180 | 1998 | 1620.0 | 2 | 10000.0 | 149800.0 | 2 |
| 3 | 991713 | https://www.sgcarmart.com/listing/991713 | lexus | es | 2016 | luxury sedan | 135 | 2494 | 1615.0 | 1 | 34900.0 | 103800.0 | 2 |
| 4 | 991776 | https://www.sgcarmart.com/listing/991776 | hyundai | avante | 2019 | mid-sized sedan | 93 | 1591 | 1345.0 | 1 | 30000.0 | 71800.0 | 2 |
| 5 | 992386 | https://www.sgcarmart.com/listing/992386 | kia | cerato | 2017 | mid-sized sedan | 95 | 1591 | 1295.0 | 2 | 51240.0 | 58800.0 | 2 |
| 6 | 995501 | https://www.sgcarmart.com/listing/995501 | lexus | rx | 2019 | suv | 175 | 1998 | 1890.0 | 1 | 31000.0 | 189800.0 | 2 |
| 7 | 995581 | https://www.sgcarmart.com/listing/995581 | bmw | 318i | 2018 | luxury sedan | 100 | 1499 | 1425.0 | 1 | 70000.0 | 119800.0 | 2 |
| 8 | 996726 | https://www.sgcarmart.com/listing/996726 | toyota | c-hr | 2018 | suv | 90 | 1797 | 1440.0 | 1 | 56214.0 | 79800.0 | 2 |
| 9 | 1000777 | https://www.sgcarmart.com/listing/1000777 | audi | a8 | 2018 | luxury sedan | 250 | 2995 | 2020.0 | 1 | 15200.0 | 304999.0 | 2 |